Author

Tianyang Liu

University of California, Los AngelesPrimary ORCID profile (0000-0003-2598-8572 · 2 papers)Unclaimed ORCID profile · follow to get notified of new preprints

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Tianyang LiuiD2 papers · Institute of Structural and Molecular Biology

Biology Disciplines

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Bioinformatics· 1

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Research Focus:benchmarking· 1 Research Focus:database / resource· 1 Assay:scRNA-seq· 1 Research Focus:software / tool· 1 Assay:spatial transcriptomics· 1 Approach:statistical model· 1

Frequent Co-Authors

Dongyuan SongiD· 1 shared Guanao YaniD· 1 shared Jingyi Jessica LiiD· 1 shared Qingyang WangiD· 1 shared Tianyi SuniD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

Dongyuan SongORCID

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1 paper

Recent·Most cited

BioinformaticsNature BiotechnologyPeer-reviewedMay 11, 2023

A unified framework of realistic in silico data generation and statistical model inference for single-cell and spatial omics

Dongyuan Song, Qingyang Wang, Guanao Yan…·Jingyi Jessica Li

The paper introduces scDesign3, a statistical simulator that generates realistic single-cell and spatial omics data and infers biologically meaningful parameters for benchmarking computational tools.

151 citationstop 1%

scRNA-seqspatial transcriptomics

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